Karthik Duraisamy

Professor of Aerospace Engineering, College of Engineering

Center Director, Michigan Institute for Computational Discovery and Engineering Research

Data-driven modeling of computational physics problems

Karthik Duraisamy, PhD, is Associate Professor of Aerospace Engineering in the College of Engineering at the University of Michigan, Ann Arbor.

Prof. Duraisamy’s group focuses on data-driven modeling of computational physics problems. Specifically, we use statistical inversion and physics-informed machine learning techniques to augment existing computational models. Another focus area is formal reduced order modeling using data-driven decompositions.

Our application areas are in turbulence, combustion and materials physics.

Turbulent flow in a trailing vortex.
Turbulent flow in a trailing vortex.

COntact

[email protected]

Website

Location

Ann Arbor

Methodologies

Causal Inference / Machine Learning / Statistics

Applications

Engineering

Community Affiliation

AI in Science Advisory Committee / Faculty